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Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán
5 December 2023
A. Charlton-Perez
H. Dacre
Simon Driscoll
Suzanne L. Gray
Ben Harvey
Natalie J. Harvey
Kieran M. R. Hunt
Robert W. Lee
Ranjini Swaminathan
R. Vandaele
Ambrogio Volonté
AI4Cl
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Papers citing
"Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán"
4 / 4 papers shown
Title
Data-driven Mesoscale Weather Forecasting Combining Swin-Unet and Diffusion Models
Yuta Hirabayashi
Daisuke Matsuoka
DiffM
38
0
0
25 Mar 2025
Can AI weather models predict out-of-distribution gray swan tropical cyclones?
Y. Qiang Sun
P. Hassanzadeh
Mohsen Zand
A. Chattopadhyay
J. Weare
D. Abbot
32
7
0
19 Oct 2024
Validating Deep Learning Weather Forecast Models on Recent High-Impact Extreme Events
Olivier C. Pasche
Jonathan Wider
Zhongwei Zhang
Jakob Zscheischler
Sebastian Engelke
AI4Cl
32
9
0
26 Apr 2024
Discovering Causal Relations and Equations from Data
Gustau Camps-Valls
Andreas Gerhardus
Urmi Ninad
Gherardo Varando
Georg Martius
E. Balaguer-Ballester
Ricardo Vinuesa
Emiliano Díaz
L. Zanna
Jakob Runge
PINN
AI4Cl
AI4CE
CML
35
72
0
21 May 2023
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